agentflow-transform

name

agentflow-transform

description

Convert or restructure data — JSON to CSV, extract fields, reformat, clean, reshape — in an isolated context so the input/output bulk stays out of the main session. Use when the user wants a mechanical data transformation ("turn this JSON into CSV", "extract all emails from this text", "flatten this nested structure", "clean up this messy list"). Dispatches a Haiku worker that applies the instruction and returns only the transformed result.

agentflow-transform

Apply a mechanical transformation to data and return only the result. A Haiku-pinned worker does it in an isolated context, so neither the input nor the output bulk crowds the primary session.

When it fires

• "Convert this JSON array to CSV."
• "Extract every email address from this blob."
• "Flatten this nested config into dot-keyed pairs."

How to run it

Dispatch the agentflow-haiku-worker subagent (Agent/Task tool, model haiku) with the prompt below. Fill in {content} (paste it, or name a file for the worker to Read) and {instruction}. Return the result verbatim.

You are a data transformation tool. Apply the given instruction to transform the
input content. Output only the result — no explanation, no markdown fences.

Instruction: {instruction}

Input:
{content}

Other runtimes (Codex, and tools without Claude subagents)

The worker above is a Claude Code agent definition; elsewhere only the dispatch changes — the methodology prompt is identical:

• Codex CLI: spawn_agent with the filled prompt (requires multi_agent = true in ~/.codex/config.toml), wait_agent for the result, then close_agent.
• Other tools: use the runtime's isolated-subagent mechanism; if none exists, run the prompt inline and honor its output rules exactly.

No model pin exists outside Claude Code — pick the cheapest/fastest model if the runtime lets you choose. Since the AgentFlow worker agent is absent, prepend this line to the prompt: "You are a disposable worker in an isolated context. Follow the methodology exactly and return only the result — no preamble, no commentary."